Artificial intelligence is accelerating a profound transformation across the UK’s engineering and consultancy sectors, according to a new report by the Association for Consultancy and Engineering (ACE) and Autodesk.
The report, AI and the New Era of Engineering Innovation, calls for coordinated investment in technology and workforce skills to secure Britain’s competitive edge in global infrastructure and energy delivery.
For energy, oil and gas engineers, the findings underscore an industry entering a new phase of digital evolution.
As AI tools gain momentum in everything from design automation to predictive maintenance, the report highlights a shift in engineering roles toward greater data literacy, ethical oversight, and digital integration.
The study reveals that 68 per cent of UK business leaders are increasing investment in technology—outpacing global averages.
AI-driven workflows are reported to enhance productivity by up to 40 per cent and cut project overruns by as much as 25 per cent, figures echoing those seen in digitally advanced oil and gas operations adopting sensor analytics and digital twin systems.
For instance, major operators such as BP and Shell have already integrated AI into reservoir modelling and equipment diagnostics, optimising asset performance while reducing emissions.
ACE CEO Kate Jennings said: “AI will not replace engineers; it will empower them to reimagine what is possible.
“We are at an historic inflection point for the UK’s consultancy and engineering sector. From energy resilience to national infrastructure, our work underpins prosperity and progress – and AI is now reshaping how we deliver it.
Jennings said the UK has the potential to become a global leader in responsible and forward‑thinking engineering if it builds the right structures, leadership, and skill base, adding that the priority is to ensure technology strengthens human expertise and creates enduring benefits for society and the environment.
Case studies from Mott MacDonald, Stantec, and AECOM featured in the report illustrate how AI deployment is already streamlining project delivery across infrastructure and energy systems.
Engineers now use generative design to assess thousands of design permutations instantly, enabling optimal layouts for pipelines, offshore platforms, and renewables infrastructure.
Autodesk EMEA construction director Paul Marland said: “AI is revolutionising engineering, driving both creativity and efficiency.
“It enables engineers to envision solutions previously unimaginable.
“By automating routine tasks, AI allows engineers to focus on strategic insights and innovation.”
Marland added that close cooperation between industry and government will be essential to build effective policies and frameworks, keeping the UK ahead in engineering excellence and enabling the delivery of infrastructure vital for long-term economic growth.
The publication calls for immediate action from both industry and government.
For industry leaders, it urges the creation of ethical frameworks for AI deployment, pilot projects to encourage adoption, and expanded investment in digital training.
For the government, the publication recommends a National AI in Engineering Strategy in collaboration with industry, along with modernised procurement rules and wider access to AI-focused apprenticeship schemes.
The report concludes that the UK’s established industrial base, robust research network, and skilled workforce form a strong foundation for AI leadership.
However, it warns that sustained investment and targeted workforce planning are essential to maintain global competitiveness — an imperative shared across the energy sector as engineers prepare for an AI-driven future.
